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NCUBE - A clustering algorithm based on a discretized data spaceCluster analysis involves the unsupervised grouping of data. The process provides an automatic procedure for generating known training samples for pattern classification. NCUBE, the clustering algorithm presented, is based upon the concept of imposing a gridwork on the data space. The NCUBE computer implementation of this concept provides an easily derived form of piecewise linear discrimination. This piecewise linear discrimination permits the separation of some types of data groups that are not linearly separable.
Document ID
19740053361
Acquisition Source
Legacy CDMS
Document Type
Conference Proceedings
Authors
Eigen, D. J.
(Bell Telephone Laboratories, Inc. Piscataway, N.J., United States)
Northouse, R. A.
(Wisconsin, University Milwaukee, Wis., United States)
Date Acquired
August 7, 2013
Publication Date
January 1, 1974
Subject Category
Mathematics
Meeting Information
Meeting: Milwaukee Symposium on Automatic Control
Location: Milwaukee, WI
Start Date: March 28, 1974
End Date: March 30, 1974
Accession Number
74A36111
Funding Number(s)
CONTRACT_GRANT: NAS9-12931
Distribution Limits
Public
Copyright
Other

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